parallel-deep-research

To coordinate multi-agent research without duplication, use a source manifest that assigns each relevant source to exactly one research owner, enforces disjoint ownership, and validates findings before synthesizing the final report.

Source planning and deduplication in multi-source research involves building a structured manifest that removes duplicate references and assigns unique ownership to each agent, ensuring comprehensive coverage without overlapping work.

Evidence-based synthesis with multiple research agents works by collecting structured findings from each agent after they research their assigned disjoint sources, then combining these validated findings into a single cited report.

You need multi-agent orchestration for complex research tasks like market analysis, literature reviews, or technical investigations when multiple agents must research different sources simultaneously without overlapping work or duplicated analysis.

Yes, you can generate a cited report from parallel research by fanning out specialized tasks across agents, enforcing disjoint source ownership, tracking citations, and synthesizing the collected structured findings into a final document.

Disjoint source ownership requires strict ownership validation and orchestration to prevent overlap, meaning it is best suited for complex investigations needing structured manifests rather than simple, single-source queries.